{"id":"W2995816958","doi":"10.33943/mms.2019.7.42227","title":"ПУТИ СОВЕРШЕНСТВОВАНИЯ СТАДА ПО ПРОДУКТИВНОСТИ КОРОВ ВЕДУЩЕЙ ГРУППЫ","year":2019,"lang":"en","type":"article","venue":"Molochnoe i miasnoe skotovodstvo","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herd; Breed; Milking; Biology; Animal science; Lactation; Selection (genetic algorithm); Dairy cattle; Veterinary medicine; Genetics; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005113445,0.0004996667,0.0006237943,0.00004504037,0.0002994848,0.0001019981,0.000975717,0.0008127232,0.01156104],"category_scores_gemma":[0.0001439446,0.0002124554,0.0003042586,0.0006923475,0.0002347487,0.000248344,0.0003028403,0.0007260959,0.005286156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006729534,"about_ca_system_score_gemma":0.00003395828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492945,"about_ca_topic_score_gemma":0.0002352168,"domain_scores_codex":[0.9967681,0.0002043399,0.0006180592,0.0009510131,0.0004205774,0.001037899],"domain_scores_gemma":[0.9986488,0.0003483137,0.00024015,0.0003538395,0.0001178628,0.0002910332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002130174,0.0007123713,0.06007129,0.00007677614,0.0001925508,0.00008756189,0.0003026067,0.00007943762,0.7202157,0.006542141,0.04666549,0.1648411],"study_design_scores_gemma":[0.001642185,0.003402462,0.1413721,0.0001804776,0.00008523664,0.0002038977,0.001506217,0.0006588405,0.06739767,0.005356016,0.776002,0.002192868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697697,0.0003110849,0.000006063312,0.005432052,0.001010184,0.0007200434,0.00007075228,0.0003734007,0.02230677],"genre_scores_gemma":[0.9822685,0.00003606118,0.0002282832,0.00198482,0.0008699892,0.00006558024,0.0001597461,0.000006247089,0.01438082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293366,"threshold_uncertainty_score":0.9954883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00810214560823551,"score_gpt":0.1727600449571473,"score_spread":0.1646578993489118,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}